Jeff/Geoff/Jaff

Nope.

[Jeff/Geoff/Jaff @IAFLSWMCGNP]

Film: Concerning Violence
Subject: The Wretched of the Earth (ch.1)
Narration: Lauryn Hill
Author: Frantz Fanon 🔴⚫️🟢

[Ramin Nasibov @RaminNasibov]

The Motherboard

[General Belair🇭🇹 @Chalana305]

Haiti is beautiful! 🇭🇹🇭🇹🇭🇹

[Krissy 🇬🇩 @KrissyLionz]

🇬🇩🇬🇩🇬🇩🇬🇩🇬🇩🇬🇩🇬🇩🇬🇩🇬🇩🇬🇩🇬🇩🇬🇩🇬🇩

[Jeff/Geoff/Jaff @IAFLSWMCGNP]

👍🏿

[Mustafa @oprydai]

if calculus is the mathematics of continuous change, discrete mathematics is the mathematics of computation.

• logic
• sets
• relations
• graphs
• combinatorics
• recurrence
• counting

introductory discrete mathematics by v. k. balakrishnan teaches you to reason about structures made of distinct objects.

→ networks become graphs
→ programs become logical statements
→ recursion becomes recurrence
→ complex possibilities become counting problems

this is why discrete math sits underneath:
• algorithms
• data structures
• cryptography
• networks
• computer science

learn it not to memorize theorems.

learn it to think precisely about finite structures, relationships, and computation.

[Dolce @daily_dolce]

Mini blueberry mousse cakes

[(infinite-jes) @lawofcons]

We were reading and writing and working out and programming and making art and doing all the things they said we didn’t need to do anymore.

[Jeff/Geoff/Jaff @IAFLSWMCGNP]

AND MEK—- EYH!! 🥳🥳🥳🥳🥳

[Mad News UK 🇯🇲🇬🇧🌍 @madnewsuk]

JAMAICA TO DI WORLD! An amazing parade in Brooklyn NY. 2027 soon come! 💣💣💣🔥🔥🔥🔥🔥🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲🇯🇲

[Jeff/Geoff/Jaff @IAFLSWMCGNP]

❤️ Grenada Soca Monarch 2026 ❤️

[Ri 🤎✊🏾 @Rianna_Ri]

You see soca monarch in Grenada best event I have ever been too 10/10 like words cannot describe. Grenada you have it 👏🏾

[Jeff/Geoff/Jaff @IAFLSWMCGNP]

I swear that does make a fly cape. Bananas geometry. 😃🇯🇲

[d @dondreg]

🇯🇲 #jamaicandayparade

[Jeff/Geoff/Jaff @IAFLSWMCGNP]

👦🏿KEKEEEE!!!! 👹

🔥🔥🔥 MAYHEM!! 🔥🔥🔥
🔥🔥🔥 MAYHEM!! 🔥🔥🔥
🔥🔥🔥 MAYHEM!! 🔥🔥🔥

[L'Étranger 🇬🇾 @GuyaneseGold]

Someone from Grenada needs to make a jab jab song called Dracarys 🔥🔥🔥

[Jeff/Geoff/Jaff @IAFLSWMCGNP]

@got_cake @Stormi4Life

[🍂 @Lovandfear]

“If you have a garden and a library, you have everything you need.”

— Marcus Tullius Cicero

[Jeff/Geoff/Jaff @IAFLSWMCGNP]

@Stormi4Life @got_cake Dy’s right. ❤️🙏🏿

[Jeff/Geoff/Jaff @IAFLSWMCGNP]

WAAAAAY!!
SOMEBODY CALL ON DE JAB!!

👹🪘🪘👹🪘🪘👹

WINEDONG GYAL
WINEDONG

WINEDONG GYAL
WINEDONG

WINEDONG GYAL
WINEDONG

[Jeff/Geoff/Jaff @IAFLSWMCGNP]

@allan9197 Right?! I think not knowing the history makes people fold experiences together that could be nevahseecomesee.

We made a day for all of us. It’s awesome for everyone to be more specific.

It’s not in our nature. We have other shit but please in the name of god don’t do this. 😂👎🏿

[Jeff/Geoff/Jaff @IAFLSWMCGNP]

As a Trinidadian: No we do not.

We throw the West Indian Parade. If you is ah Trinidadian then you know culturally we reject ALL “Nevaseecomesee” behavior.

We have a parade. We getting ready to host the diaspora for Labor Day and “we need a Trinidadian Day”.

[dani fan club @5THCONSCIOUS]

Alright we need a Trinidadian Day Parade.
Who do I get on the phone @NYCMayor

[Jeff/Geoff/Jaff @IAFLSWMCGNP]

@got_cake @Stormi4Life Hold her to this, @Stormi4Life!! 😂

[Jeff/Geoff/Jaff @IAFLSWMCGNP]

@Stormi4Life Afford you the opportunity. Nope. We like hearing what you have to say. It’s life enriching. Cant wait to hear it. 😃❤️

[Jeff/Geoff/Jaff @IAFLSWMCGNP]

Grenada is the Mecca for Jab

Jab from everywhere: Jab Jab, Lanse Kod, Diablo, Shortknee, Bullpissle, Eshu, Blue Devil, Jab Molassie (Jumbalasee), etc.

Grenada made a home for us. I like it. 🥳🇬🇩

[Jeff/Geoff/Jaff @IAFLSWMCGNP]

👑👹KING AH DI JAB 👹👑

🥳🥳🥳 !!BLACK PEOPLE!! 🥳🥳🥳

[Jeff/Geoff/Jaff @IAFLSWMCGNP]

👑👹KING AH DI JAB 👹👑

🥳🥳🥳 !!BLACK PEOPLE!! 🥳🥳🥳

[Jeff/Geoff/Jaff @IAFLSWMCGNP]

☕️

[Rohan Paul @rohanpaul_ai]

Paper from Meta shows Quantized reasoning models often lose because they keep doubting a correct answer instead of finishing.

Many of them reason well enough, but compression makes them hesitate at the wrong time.

The problem is that post-training quantization, a way to shrink models after training, can make reasoning models cheaper to run but worse at finishing cleanly.

The authors found that strong quantization does not only make models less capable, since in many failures the model already reached the right answer but then second-guessed itself.

Their core idea is that quantization adds noise at uncertain word choices, so the model becomes more likely to pick words like “wait,” “but,” or “alternatively” that reopen the problem.

They tested this across math, coding, and science tasks using 5 reasoning models, several quantization methods, and model sizes from 1.5B to 32B.

The main result is that aggressive quantization raised overthinking failures up to 52%, while a small penalty on 50 hesitation words cut reasoning length by 12% to 23% and often kept or improved accuracy.

Given compressed models are widely used to save memory and cost, very important to know that a very small decoding fix can stop many of them from wasting tokens and losing answers they already had.

----

– arxiv. org/abs/2606.00206

Title: "Quantized Reasoning Models Think They Need to Think Longer, but They Do Not"